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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::SampledShapleyAttribution.
An attribution method that approximates Shapley values for features that contribute to the label being predicted. A sampling strategy is used to approximate the value rather than considering all subsets of features.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#path_count
def path_count() -> ::Integer
Returns
-
(::Integer) — Required. The number of feature permutations to consider when approximating
the Shapley values.
Valid range of its value is [1, 50], inclusively.
#path_count=
def path_count=(value) -> ::Integer
Parameter
-
value (::Integer) — Required. The number of feature permutations to consider when approximating
the Shapley values.
Valid range of its value is [1, 50], inclusively.
Returns
-
(::Integer) — Required. The number of feature permutations to consider when approximating
the Shapley values.
Valid range of its value is [1, 50], inclusively.